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Explore the intricacies of scaling AI in production environments using PyTorch in this 47-minute conference talk from MLOps World: Machine Learning in Production. Led by Geeta Chauhan, AI/PyTorch Partner and Engineering Head at Facebook, delve into strategies for building resilient, anti-fragile, and large-scale distributed platforms. Gain insights from Chauhan's extensive experience as a core member of the PyTorch team, including her work on TorchServe and strategic partner initiatives. Learn about the challenges and solutions in creating a robust PyTorch ecosystem and community. Benefit from the expertise of an ACM Distinguished Speaker and thought leader, covering topics such as Ethics in AI, Deep Learning, Blockchain, and IoT. Discover how to leverage AI for positive impact and understand the key considerations for successfully implementing and scaling AI solutions in production environments.
Syllabus
Scaling AI in Production with PyTorch
Taught by
MLOps World: Machine Learning in Production